Data Science Jupyter Notebooks
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Explore the world of Data Science through Jupyter Notebooksโ€”insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
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๐Ÿ”ฅ Trending Repository: DevOps-Roadmap

๐Ÿ“ Description: DevOps Roadmap for 2025. with learning resources

๐Ÿ”— Repository URL: https://github.com/milanm/DevOps-Roadmap

๐ŸŒ Website: https://newsletter.techworld-with-milan.com/

๐Ÿ“– Readme: https://github.com/milanm/DevOps-Roadmap#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 16.7K stars
๐Ÿ‘€ Watchers: 258
๐Ÿด Forks: 2.8K forks

๐Ÿ’ป Programming Languages: Not available

๐Ÿท๏ธ Related Topics:
#python #go #linux #docker #kubernetes #computer_science #aws #devops #roadmap #jira #continuous_integration #azure #grafana #prometheus #sre #study_plan #continous_delivery #developer_roadmap #devops_roadmap


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๐Ÿง  By: https://t.me/DataScienceN
๐Ÿ”ฅ Trending Repository: resources

๐Ÿ“ Description: Here is a list of best resources to get you started with learning how to code (mostly related to Web Development). Feel free to add your favorite resources as well and help others in their journey of learning.

๐Ÿ”— Repository URL: https://github.com/zero-to-mastery/resources

๐ŸŒ Website: https://zero-to-mastery.github.io/resources/

๐Ÿ“– Readme: https://github.com/zero-to-mastery/resources#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 2.7K stars
๐Ÿ‘€ Watchers: 71
๐Ÿด Forks: 1.1K forks

๐Ÿ’ป Programming Languages: HTML - Shell - Ruby

๐Ÿท๏ธ Related Topics:
#react #javascript #podcasts #articles #youtube_channel #programming_resources #youtube_channels #tutorial_list #developer_resources


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๐Ÿง  By: https://t.me/DataScienceN
๐Ÿ”ฅ Trending Repository: agno

๐Ÿ“ Description: High-performance runtime for multi-agent systems. Build, run and manage secure multi-agent systems in your cloud.

๐Ÿ”— Repository URL: https://github.com/agno-agi/agno

๐ŸŒ Website: https://docs.agno.com

๐Ÿ“– Readme: https://github.com/agno-agi/agno#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 33.1K stars
๐Ÿ‘€ Watchers: 211
๐Ÿด Forks: 4.2K forks

๐Ÿ’ป Programming Languages: Python

๐Ÿท๏ธ Related Topics:
#python #framework #ai #agi #developer_tools #agents


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: motia

๐Ÿ“ Description: Modern Backend Framework that unifies APIs, background jobs, workflows, and AI Agents into a single core primitive with built-in observability and state management.

๐Ÿ”— Repository URL: https://github.com/MotiaDev/motia

๐ŸŒ Website: https://motia.dev

๐Ÿ“– Readme: https://github.com/MotiaDev/motia#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 7.9K stars
๐Ÿ‘€ Watchers: 54
๐Ÿด Forks: 600 forks

๐Ÿ’ป Programming Languages: TypeScript - MDX - Python - JavaScript - CSS - Ruby

๐Ÿท๏ธ Related Topics:
#javascript #ruby #python #api #framework #ai #backend #agi #developer_tools #agents #genai


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๐Ÿง  By: https://t.me/DataScienceM
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๐Ÿ”ฅ Trending Repository: developer-roadmap

๐Ÿ“ Description: Interactive roadmaps, guides and other educational content to help developers grow in their careers.

๐Ÿ”— Repository URL: https://github.com/kamranahmedse/developer-roadmap

๐ŸŒ Website: https://roadmap.sh

๐Ÿ“– Readme: https://github.com/kamranahmedse/developer-roadmap#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 336K stars
๐Ÿ‘€ Watchers: 6.9k
๐Ÿด Forks: 42.7K forks

๐Ÿ’ป Programming Languages: TypeScript - Astro - JavaScript - CSS - Shell

๐Ÿท๏ธ Related Topics:
#computer_science #roadmap #python_roadmap #developer_roadmap #devops_roadmap #react_roadmap #frontend_roadmap #java_roadmap #backend_roadmap #go_roadmap #angular_roadmap #nodejs_roadmap #dba_roadmap #javascript_roadmap #vue_roadmap #blockchain_roadmap #qa_roadmap #software_architect_roadmap


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: register

๐Ÿ“ Description: Grab your own sweet-looking '.is-a.dev' subdomain.

๐Ÿ”— Repository URL: https://github.com/is-a-dev/register

๐ŸŒ Website: https://docs.is-a.dev

๐Ÿ“– Readme: https://github.com/is-a-dev/register#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 7.7K stars
๐Ÿ‘€ Watchers: 27
๐Ÿด Forks: 14.2K forks

๐Ÿ’ป Programming Languages: JavaScript

๐Ÿท๏ธ Related Topics:
#dns #github_pages #website #oss #foss #domain #dev #cloudflare #subdomain #developer #free #free_domain #free_for_developers #free_for_dev


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: daytona

๐Ÿ“ Description: Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

๐Ÿ”— Repository URL: https://github.com/daytonaio/daytona

๐ŸŒ Website: https://daytona.io

๐Ÿ“– Readme: https://github.com/daytonaio/daytona#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 22.6K stars
๐Ÿ‘€ Watchers: 76
๐Ÿด Forks: 2.4K forks

๐Ÿ’ป Programming Languages: TypeScript - MDX - Go - Python - JavaScript - Astro

๐Ÿท๏ธ Related Topics:
#ai #developer_tools #code_execution #ai_agents #code_interpreter #ai_runtime #agentic_workflow #ai_sandboxes


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: klavis

๐Ÿ“ Description: Klavis AI (YC X25): MCP integration layers that let AI agents use thousands of tools reliably.

๐Ÿ”— Repository URL: https://github.com/Klavis-AI/klavis

๐ŸŒ Website: https://www.klavis.ai/

๐Ÿ“– Readme: https://github.com/Klavis-AI/klavis#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 4.7K stars
๐Ÿ‘€ Watchers: 160
๐Ÿด Forks: 447 forks

๐Ÿ’ป Programming Languages: Python - TypeScript - Go - JavaScript

๐Ÿท๏ธ Related Topics:
#api #open_source #oauth2 #ai #integration #discord #mcp #developer_tools #agents #ai_agents #llm #function_calling #mcp_server #mcp_client


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: waveterm

๐Ÿ“ Description: An open-source, cross-platform terminal for seamless workflows

๐Ÿ”— Repository URL: https://github.com/wavetermdev/waveterm

๐ŸŒ Website: https://www.waveterm.dev

๐Ÿ“– Readme: https://github.com/wavetermdev/waveterm#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 11.5K stars
๐Ÿ‘€ Watchers: 46
๐Ÿด Forks: 469 forks

๐Ÿ’ป Programming Languages: Go - TypeScript - CSS - SCSS - Shell - JavaScript

๐Ÿท๏ธ Related Topics:
#windows #macos #linux #productivity #terminal #command_line #terminal_emulators #developer_tools


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: hoppscotch

๐Ÿ“ Description: Open source API development ecosystem -https://hoppscotch.io(open-source alternative to Postman, Insomnia)

๐Ÿ”— Repository URL: https://github.com/hoppscotch/hoppscotch

๐ŸŒ Website: https://hoppscotch.io

๐Ÿ“– Readme: https://github.com/hoppscotch/hoppscotch#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 75.2K stars
๐Ÿ‘€ Watchers: 505
๐Ÿด Forks: 5.3K forks

๐Ÿ’ป Programming Languages: TypeScript - Vue - Rust - JavaScript - SCSS - Handlebars

๐Ÿท๏ธ Related Topics:
#testing #api #graphql #http #vuejs #spa #tools #pwa #rest #vue #rest_api #websocket #http_client #api_client #developer_tools #api_rest #testing_tools #api_testing


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: nocobase

๐Ÿ“ Description: NocoBase is the most extensible AI-powered no-code/low-code platform for building business applications and enterprise solutions.

๐Ÿ”— Repository URL: https://github.com/nocobase/nocobase

๐ŸŒ Website: https://www.nocobase.com

๐Ÿ“– Readme: https://github.com/nocobase/nocobase#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 17.7K stars
๐Ÿ‘€ Watchers: 147
๐Ÿด Forks: 2K forks

๐Ÿ’ป Programming Languages: TypeScript - JavaScript - Smarty - Shell - Dockerfile - Less

๐Ÿท๏ธ Related Topics:
#internal_tools #crud #crm #admin_dashboard #self_hosted #web_application #project_management #salesforce #developer_tools #airtable #workflows #low_code #no_code #app_builder #internal_tool #nocode #low_code_development_platform #no_code_platform #low_code_platform #low_code_framework


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: localstack

๐Ÿ“ Description: ๐Ÿ’ป A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

๐Ÿ”— Repository URL: https://github.com/localstack/localstack

๐ŸŒ Website: https://localstack.cloud

๐Ÿ“– Readme: https://github.com/localstack/localstack#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 61.1K stars
๐Ÿ‘€ Watchers: 514
๐Ÿด Forks: 4.3K forks

๐Ÿ’ป Programming Languages: Python - Shell - Makefile - ANTLR - JavaScript - Java

๐Ÿท๏ธ Related Topics:
#python #testing #aws #cloud #continuous_integration #developer_tools #localstack


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๐Ÿง  By: https://t.me/DataScienceM
โ€ข Error Handling: Always wrap dispatch logic in try-except blocks to gracefully handle network issues, authentication failures, or incorrect receiver addresses.
โ€ข Security: Never hardcode credentials directly in scripts. Use environment variables (os.environ.get()) or a secure configuration management system. Ensure starttls() is called for encrypted communication.
โ€ข Rate Limits: SMTP servers impose limits on the number of messages one can send per hour or day. Implement pauses (time.sleep()) between dispatches to respect these limits and avoid being flagged as a spammer.
โ€ข Opt-Outs: For promotional dispatches, ensure compliance with regulations (like GDPR, CAN-SPAM) by including clear unsubscribe options.

Concluding Thoughts

Automating electronic message dispatch empowers users to scale their communication efforts with remarkable efficiency. By leveraging Python's native capabilities, anyone can construct a powerful, flexible system for broadcasting anything from routine updates to extensive promotional campaigns. The journey into programmatic dispatch unveils a world of streamlined operations and enhanced communicative reach.

#python #automation #email #smtplib #emailautomation #programming #scripting #communication #developer #efficiency

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By: @DataScienceN โœจ
๐Ÿ”ฅ Trending Repository: it-tools

๐Ÿ“ Description: Collection of handy online tools for developers, with great UX.

๐Ÿ”— Repository URL: https://github.com/CorentinTh/it-tools

๐ŸŒ Website: https://it-tools.tech

๐Ÿ“– Readme: https://github.com/CorentinTh/it-tools#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 34.6K stars
๐Ÿ‘€ Watchers: 148
๐Ÿด Forks: 4.3K forks

๐Ÿ’ป Programming Languages: Vue - TypeScript - JavaScript

๐Ÿท๏ธ Related Topics:
#javascript #productivity #converter #website #vuejs #typescript #tools #frontend #tool #developer_tools #developer_productivity


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๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: DeepAudit

๐Ÿ“ Description: DeepAudit๏ผšไบบไบบๆ‹ฅๆœ‰็š„ AI ้ป‘ๅฎขๆˆ˜้˜Ÿ๏ผŒ่ฎฉๆผๆดžๆŒ–ๆŽ˜่งฆๆ‰‹ๅฏๅŠใ€‚ๅ›ฝๅ†…้ฆ–ไธชๅผ€ๆบไปฃ็ ๆผๆดžๆŒ–ๆŽ˜ๅคšๆ™บ่ƒฝไฝ“็ณป็ปŸใ€‚ๅฐ็™ฝไธ€้”ฎ้ƒจ็ฝฒ่ฟ่กŒ๏ผŒ่‡ชไธปๅไฝœๅฎก่ฎก + ่‡ชๅŠจๅŒ–ๆฒ™็ฎฑ PoC ้ชŒ่ฏใ€‚ๆ”ฏๆŒ Ollama ็งๆœ‰้ƒจ็ฝฒ ๏ผŒไธ€้”ฎ็”ŸๆˆๆŠฅๅ‘Šใ€‚โ€‹่ฎฉๅฎ‰ๅ…จไธๅ†ๆ˜‚่ดต๏ผŒ่ฎฉๅฎก่ฎกไธๅ†ๅคๆ‚ใ€‚

๐Ÿ”— Repository URL: https://github.com/lintsinghua/DeepAudit

๐ŸŒ Website: https://xcodereviewer-preview.vercel.app

๐Ÿ“– Readme: https://github.com/lintsinghua/DeepAudit#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 1.9K stars
๐Ÿ‘€ Watchers: 13
๐Ÿด Forks: 207 forks

๐Ÿ’ป Programming Languages: Python - TypeScript - Shell - PowerShell - CSS - PLpgSQL

๐Ÿท๏ธ Related Topics:
#react #typescript #ai #developer_tools #code_review #code_quality #security_scanner #devsecops #vulnerability_scanner #sast #xai #code_audit #vite #bug_detection #supabase #llm #google_gemini


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๐Ÿง  By: https://t.me/DataScienceM
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